『Building the Context Layer AI Is Missing』のカバーアート

Building the Context Layer AI Is Missing

Building the Context Layer AI Is Missing

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AI gives confident answers built on missing context. Kelly Hopping, four-time CMO and current CMO at 6sense, breaks down where that context gap hits go-to-market teams and how her CPG training shapes the fix. She explains treating brand marketing as full P&L ownership, not logo management, and applying classic 4P discipline—pricing, distribution, promotion, and messaging—as one system instead of disconnected levers. She contrasts this GM-style, cross-functional execution model with the narrower brand role common at most B2B SaaS companies.

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